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Susanne Staufer

Observed name: Staufer, Susanne
Institution: OTH Regensburg
ORCID: 0009-0009-4346-8678
Observed ORCID: 0009-0009-4346-8678
OpenAlex ID: A5092093222
Systematic Literature Review for the Use of AI Based Techniques in Adaptive Learning Management Systems
2023 · Vamsi Krishna Nadimpalli, Florian Hauser, et al. · European Conference on Software Engineering Education (ECSEE) · 24
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Towards Eye Tracking based Learning Style Identification
2023 · Dominik Bittner, Florian Hauser, et al. · European Conference on Software Engineering Education (ECSEE) · 15
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Ethical Considerations of AI in Education: A Case Study Based on Pythia Learning Enhancement System
2025 · Simon Röhrl, Susanne Staufer, et al. · IEEE Access · 8
Eye Tracking as Technology in Education: Further Investigation of Data Quality and Improvements
2024 · Timur Ezer, Lisa Grabinger, et al. · INTED proceedings · 7
Learning Elements in Online Learning Management Systems
2023 · Susanne Staufer, Florian Hauser, et al. · ICERI proceedings · 7
Towards Personalized Learning Paths in Adaptive Learning Management Systems: Bayesian Modelling of Psychological Theories
2023 · Vamsi Krishna Nadimpalli, Flemmimg Bugert, et al. · ICERI proceedings · 6
Tyche Algorithm: Markov Models for Generating Learning Paths in Learning Management Systems
2024 · Susanne Staufer, Flemming Bugert, et al. · INTED proceedings · 5
Pythia - Ai Suggested Individual Learning Paths for Every Student
2024 · Simon Röhrl, Susanne Staufer, et al. · INTED proceedings · 5
Ariadne's Thread for Unravelling Learning Paths: Identifying Learning Styles via Hidden Markov Models
2024 · Flemming Bugert, Susanne Staufer, et al. · IEEE Global Engineering Education Conference (EDUCON) · 4
A Tool Landscape for Adaptive Learning
2025 · Susanne Staufer, Flemming Bugert, et al. · European Conference on Software Engineering Education (ECSEE) · 2
Probabilistic Machine Learning for Simulating Complex Learner Profiles
2024 · Vamsi Krishna Nadimpalli, Flemming Bugert, et al. · International Conference on Information Technology Based Higher Education and Training (ITHET) · 2
Deep Learning for Eye Movement Classification
2024 · Timur Ezer, Moritz Plößl, et al. · ICERI proceedings · 2
Evaluation of the Learning Management System Pythia
2024 · Susanne Staufer, Florian Hauser, et al. · EDULEARN proceedings · 2
Eye Tracking Metrics for Distinguishing Global and Focal Gaze Patterns: a Systematic Literature Review
2024 · Timur Ezer, Lisa Grabinger, et al. · INTED proceedings · 2
ML based Evaluation Methodology for Learning Path Recommender Systems
2025 · Flemming Bugert, Vamsi Krishna Nadimpalli, et al. · European Conference on Software Engineering Education (ECSEE) · 1
Nestor: A Personalized Learning Path Recommendation Algorithm for Adaptive Learning Environments
2025 · Vamsi Krishna Nadimpalli, Robert Maier, et al. · European Conference on Software Engineering Education (ECSEE) · 1
Predicting Learner Characteristics Using Machine Learning
2024 · Vamsi Krishna Nadimpalli, Susanne Staufer, et al. · ICERI proceedings · 1
Learning Elements in Lms - a Survey Among Students
2024 · Susanne Staufer, Florian Hauser, et al. · INTED proceedings · 1
Towards Learning Style Prediction based on Personality
2023 · Flemming Bugert, Lisa Grabinger, et al. · European Conference on Software Engineering Education (ECSEE) · 1
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Expert Surveys to Real Time Adaptation of Learning Paths
2025 · Vamsi Krishna Nadimpalli, Robert Maier, et al. · ICERI proceedings
Eye Tracking Glasses in Educational Settings: Guidelines on Data Quality
2025 · Josefa Schaffer, Timur Ezer, et al. · ICERI proceedings
Tyche Algorithm 2.0: Learning Paths From Questionnaire Responses and Learning Analytics
2025 · Susanne Staufer, Timur Ezer, et al. · ICERI proceedings
Leveraging Five Questionnaires to Analyze Student Learning Strategies and Generate Ai-powered Individualized Learning Paths
2025 · Florian Hauser, Susanne Staufer, et al. · ICERI proceedings
Tyche 2.0 - A Learning Path Algorithm
2025 · Staufer, Susanne · Zenodo (CERN European Organization for Nuclear Research)
Persistence of Questionnaire Data on Learning Styles, Learning Strategies and Personality Traits
2024 · Susanne Staufer, Vamsi Krishna Nadimpalli, et al. · ICERI proceedings
Works count: 33
Citation count: 97
H-index: 6
I10-index: 2
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